Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 3240 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 430.4 KiB |
| Average record size in memory | 136.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 1 |
ProductionCost has unique values | Unique |
SupplierQuality has unique values | Unique |
DefectRate has unique values | Unique |
QualityScore has unique values | Unique |
DowntimePercentage has unique values | Unique |
InventoryTurnover has unique values | Unique |
StockoutRate has unique values | Unique |
WorkerProductivity has unique values | Unique |
EnergyConsumption has unique values | Unique |
EnergyEfficiency has unique values | Unique |
AdditiveProcessTime has unique values | Unique |
AdditiveMaterialCost has unique values | Unique |
DeliveryDelay has 521 (16.1%) zeros | Zeros |
MaintenanceHours has 138 (4.3%) zeros | Zeros |
SafetyIncidents has 293 (9.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-01-21 17:51:52.350453 |
|---|---|
| Analysis finished | 2025-01-21 17:52:11.545887 |
| Duration | 19.2 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
ProductionVolume
Real number (ℝ)
| Distinct | 862 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 548.52315 |
| Minimum | 100 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 139 |
| Q1 | 322 |
| median | 549 |
| Q3 | 775.25 |
| 95-th percentile | 953 |
| Maximum | 999 |
| Range | 899 |
| Interquartile range (IQR) | 453.25 |
Descriptive statistics
| Standard deviation | 262.40207 |
|---|---|
| Coefficient of variation (CV) | 0.47837921 |
| Kurtosis | -1.2254415 |
| Mean | 548.52315 |
| Median Absolute Deviation (MAD) | 227 |
| Skewness | -0.0029172961 |
| Sum | 1777215 |
| Variance | 68854.848 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 138 | 12 | 0.4% |
| 198 | 11 | 0.3% |
| 875 | 10 | 0.3% |
| 826 | 9 | 0.3% |
| 596 | 9 | 0.3% |
| 229 | 9 | 0.3% |
| 904 | 9 | 0.3% |
| 625 | 9 | 0.3% |
| 763 | 9 | 0.3% |
| 747 | 9 | 0.3% |
| Other values (852) | 3144 |
| Value | Count | Frequency (%) |
| 100 | 6 | |
| 101 | 6 | |
| 102 | 4 | |
| 103 | 2 | 0.1% |
| 104 | 5 | |
| 105 | 1 | < 0.1% |
| 106 | 6 | |
| 107 | 5 | |
| 108 | 3 | |
| 109 | 5 |
| Value | Count | Frequency (%) |
| 999 | 5 | |
| 998 | 4 | |
| 997 | 3 | 0.1% |
| 996 | 4 | |
| 995 | 3 | 0.1% |
| 994 | 2 | 0.1% |
| 993 | 3 | 0.1% |
| 992 | 2 | 0.1% |
| 991 | 5 | |
| 990 | 9 |
ProductionCost
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12423.018 |
| Minimum | 5000.1745 |
|---|---|
| Maximum | 19993.366 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 5000.1745 |
|---|---|
| 5-th percentile | 5759.3001 |
| Q1 | 8728.8293 |
| median | 12405.205 |
| Q3 | 16124.462 |
| 95-th percentile | 19217.596 |
| Maximum | 19993.366 |
| Range | 14993.191 |
| Interquartile range (IQR) | 7395.6331 |
Descriptive statistics
| Standard deviation | 4308.0519 |
|---|---|
| Coefficient of variation (CV) | 0.3467798 |
| Kurtosis | -1.1881488 |
| Mean | 12423.018 |
| Median Absolute Deviation (MAD) | 3697.8113 |
| Skewness | 0.010748854 |
| Sum | 40250580 |
| Variance | 18559311 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13175.40378 | 1 | < 0.1% |
| 10954.88243 | 1 | < 0.1% |
| 18291.29163 | 1 | < 0.1% |
| 18435.34916 | 1 | < 0.1% |
| 9459.308064 | 1 | < 0.1% |
| 8449.906309 | 1 | < 0.1% |
| 11169.55958 | 1 | < 0.1% |
| 8607.973778 | 1 | < 0.1% |
| 15085.75765 | 1 | < 0.1% |
| 17390.97027 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 5000.174521 | 1 | |
| 5000.460783 | 1 | |
| 5002.020395 | 1 | |
| 5003.405573 | 1 | |
| 5008.969083 | 1 | |
| 5009.800861 | 1 | |
| 5014.151229 | 1 | |
| 5016.681413 | 1 | |
| 5020.304386 | 1 | |
| 5022.107331 | 1 |
| Value | Count | Frequency (%) |
| 19993.36555 | 1 | |
| 19983.38918 | 1 | |
| 19975.21267 | 1 | |
| 19967.31284 | 1 | |
| 19966.24084 | 1 | |
| 19964.42446 | 1 | |
| 19958.5685 | 1 | |
| 19957.73531 | 1 | |
| 19954.24126 | 1 | |
| 19947.89463 | 1 |
SupplierQuality
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.83329 |
| Minimum | 80.00482 |
|---|---|
| Maximum | 99.989214 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 80.00482 |
|---|---|
| 5-th percentile | 81.039013 |
| Q1 | 84.869219 |
| median | 89.704861 |
| Q3 | 94.789936 |
| 95-th percentile | 98.938308 |
| Maximum | 99.989214 |
| Range | 19.984394 |
| Interquartile range (IQR) | 9.9207173 |
Descriptive statistics
| Standard deviation | 5.7591429 |
|---|---|
| Coefficient of variation (CV) | 0.064109228 |
| Kurtosis | -1.1878554 |
| Mean | 89.83329 |
| Median Absolute Deviation (MAD) | 4.9312097 |
| Skewness | 0.05065569 |
| Sum | 291059.86 |
| Variance | 33.167727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86.64853384 | 1 | < 0.1% |
| 83.8297923 | 1 | < 0.1% |
| 81.01014942 | 1 | < 0.1% |
| 80.87762177 | 1 | < 0.1% |
| 94.40746425 | 1 | < 0.1% |
| 88.88959956 | 1 | < 0.1% |
| 85.12584751 | 1 | < 0.1% |
| 83.80826992 | 1 | < 0.1% |
| 93.39906982 | 1 | < 0.1% |
| 80.00803088 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 80.00482009 | 1 | |
| 80.00485869 | 1 | |
| 80.00803088 | 1 | |
| 80.01433717 | 1 | |
| 80.01579022 | 1 | |
| 80.02568851 | 1 | |
| 80.02856686 | 1 | |
| 80.04694948 | 1 | |
| 80.07312623 | 1 | |
| 80.07660581 | 1 |
| Value | Count | Frequency (%) |
| 99.98921362 | 1 | |
| 99.98700601 | 1 | |
| 99.98414598 | 1 | |
| 99.978094 | 1 | |
| 99.97585872 | 1 | |
| 99.97121613 | 1 | |
| 99.95344527 | 1 | |
| 99.94845878 | 1 | |
| 99.93698569 | 1 | |
| 99.93366556 | 1 |
DeliveryDelay
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5589506 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 521 |
| Zeros (%) | 16.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7058044 |
|---|---|
| Coefficient of variation (CV) | 0.66660309 |
| Kurtosis | -1.262321 |
| Mean | 2.5589506 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.058797908 |
| Sum | 8291 |
| Variance | 2.9097686 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 569 | |
| 4 | 566 | |
| 5 | 556 | |
| 0 | 521 | |
| 1 | 516 | |
| 2 | 512 |
| Value | Count | Frequency (%) |
| 0 | 521 | |
| 1 | 516 | |
| 2 | 512 | |
| 3 | 569 | |
| 4 | 566 | |
| 5 | 556 |
| Value | Count | Frequency (%) |
| 5 | 556 | |
| 4 | 566 | |
| 3 | 569 | |
| 2 | 512 | |
| 1 | 516 | |
| 0 | 521 |
DefectRate
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7491164 |
| Minimum | 0.50070985 |
|---|---|
| Maximum | 4.9985294 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 0.50070985 |
|---|---|
| 5-th percentile | 0.72996726 |
| Q1 | 1.5980331 |
| median | 2.7087747 |
| Q3 | 3.9045334 |
| 95-th percentile | 4.7885796 |
| Maximum | 4.9985294 |
| Range | 4.4978196 |
| Interquartile range (IQR) | 2.3065003 |
Descriptive statistics
| Standard deviation | 1.3101544 |
|---|---|
| Coefficient of variation (CV) | 0.47657291 |
| Kurtosis | -1.2197143 |
| Mean | 2.7491164 |
| Median Absolute Deviation (MAD) | 1.1585775 |
| Skewness | 0.021624743 |
| Sum | 8907.1371 |
| Variance | 1.7165045 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.121492267 | 1 | < 0.1% |
| 2.422413623 | 1 | < 0.1% |
| 1.606222097 | 1 | < 0.1% |
| 3.77969981 | 1 | < 0.1% |
| 3.864994872 | 1 | < 0.1% |
| 2.288542666 | 1 | < 0.1% |
| 1.446892177 | 1 | < 0.1% |
| 2.845718631 | 1 | < 0.1% |
| 4.646289146 | 1 | < 0.1% |
| 3.378275296 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 0.5007098506 | 1 | |
| 0.5054162626 | 1 | |
| 0.5060013777 | 1 | |
| 0.5063819906 | 1 | |
| 0.5084273476 | 1 | |
| 0.511045639 | 1 | |
| 0.5113739742 | 1 | |
| 0.5152453159 | 1 | |
| 0.5157709859 | 1 | |
| 0.5157988291 | 1 |
| Value | Count | Frequency (%) |
| 4.998529424 | 1 | |
| 4.997008053 | 1 | |
| 4.994801722 | 1 | |
| 4.994375155 | 1 | |
| 4.994143168 | 1 | |
| 4.993751422 | 1 | |
| 4.993521118 | 1 | |
| 4.992381187 | 1 | |
| 4.992364201 | 1 | |
| 4.991890457 | 1 |
QualityScore
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.134272 |
| Minimum | 60.010098 |
|---|---|
| Maximum | 99.996993 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 60.010098 |
|---|---|
| 5-th percentile | 61.822764 |
| Q1 | 70.10342 |
| median | 80.265312 |
| Q3 | 90.353822 |
| 95-th percentile | 97.902362 |
| Maximum | 99.996993 |
| Range | 39.986895 |
| Interquartile range (IQR) | 20.250402 |
Descriptive statistics
| Standard deviation | 11.61175 |
|---|---|
| Coefficient of variation (CV) | 0.14490367 |
| Kurtosis | -1.2022654 |
| Mean | 80.134272 |
| Median Absolute Deviation (MAD) | 10.128191 |
| Skewness | -0.030009004 |
| Sum | 259635.04 |
| Variance | 134.83274 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 63.46349433 | 1 | < 0.1% |
| 74.7253436 | 1 | < 0.1% |
| 91.14608604 | 1 | < 0.1% |
| 95.5998993 | 1 | < 0.1% |
| 97.12528744 | 1 | < 0.1% |
| 69.52488286 | 1 | < 0.1% |
| 76.95431577 | 1 | < 0.1% |
| 60.58514157 | 1 | < 0.1% |
| 95.17286637 | 1 | < 0.1% |
| 66.18288606 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 60.01009818 | 1 | |
| 60.01238928 | 1 | |
| 60.01320637 | 1 | |
| 60.02216738 | 1 | |
| 60.05279476 | 1 | |
| 60.05702913 | 1 | |
| 60.06899288 | 1 | |
| 60.13515387 | 1 | |
| 60.14586811 | 1 | |
| 60.16101115 | 1 |
| Value | Count | Frequency (%) |
| 99.99699307 | 1 | |
| 99.99220577 | 1 | |
| 99.97836269 | 1 | |
| 99.96598267 | 1 | |
| 99.9459154 | 1 | |
| 99.93075905 | 1 | |
| 99.92698952 | 1 | |
| 99.91538833 | 1 | |
| 99.90784875 | 1 | |
| 99.89282447 | 1 |
MaintenanceHours
Real number (ℝ)
Zeros 
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.476543 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 138 |
| Zeros (%) | 4.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5.75 |
| median | 12 |
| Q3 | 17 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 11.25 |
Descriptive statistics
| Standard deviation | 6.8726837 |
|---|---|
| Coefficient of variation (CV) | 0.59884615 |
| Kurtosis | -1.2003845 |
| Mean | 11.476543 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.02229909 |
| Sum | 37184 |
| Variance | 47.233781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 153 | 4.7% |
| 19 | 149 | 4.6% |
| 17 | 148 | 4.6% |
| 6 | 145 | 4.5% |
| 15 | 143 | 4.4% |
| 2 | 141 | 4.4% |
| 16 | 141 | 4.4% |
| 11 | 140 | 4.3% |
| 21 | 139 | 4.3% |
| 3 | 139 | 4.3% |
| Other values (14) | 1802 |
| Value | Count | Frequency (%) |
| 0 | 138 | |
| 1 | 128 | |
| 2 | 141 | |
| 3 | 139 | |
| 4 | 132 | |
| 5 | 132 | |
| 6 | 145 | |
| 7 | 136 | |
| 8 | 107 | |
| 9 | 133 |
| Value | Count | Frequency (%) |
| 23 | 122 | |
| 22 | 117 | |
| 21 | 139 | |
| 20 | 129 | |
| 19 | 149 | |
| 18 | 136 | |
| 17 | 148 | |
| 16 | 141 | |
| 15 | 143 | |
| 14 | 128 |
DowntimePercentage
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5013732 |
| Minimum | 0.0016648394 |
|---|---|
| Maximum | 4.9975907 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 0.0016648394 |
|---|---|
| 5-th percentile | 0.25229596 |
| Q1 | 1.2645966 |
| median | 2.4651505 |
| Q3 | 3.7748609 |
| 95-th percentile | 4.7505163 |
| Maximum | 4.9975907 |
| Range | 4.9959258 |
| Interquartile range (IQR) | 2.5102643 |
Descriptive statistics
| Standard deviation | 1.4436845 |
|---|---|
| Coefficient of variation (CV) | 0.57715678 |
| Kurtosis | -1.2113358 |
| Mean | 2.5013732 |
| Median Absolute Deviation (MAD) | 1.2545778 |
| Skewness | 0.020749962 |
| Sum | 8104.449 |
| Variance | 2.0842249 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.05234286658 | 1 | < 0.1% |
| 4.126694878 | 1 | < 0.1% |
| 3.746637568 | 1 | < 0.1% |
| 3.573952892 | 1 | < 0.1% |
| 1.403482385 | 1 | < 0.1% |
| 1.616141964 | 1 | < 0.1% |
| 1.437600993 | 1 | < 0.1% |
| 0.6442558326 | 1 | < 0.1% |
| 3.763908215 | 1 | < 0.1% |
| 0.2313825526 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 0.001664839426 | 1 | |
| 0.004824809218 | 1 | |
| 0.005146577827 | 1 | |
| 0.006172623014 | 1 | |
| 0.006829629375 | 1 | |
| 0.007108360155 | 1 | |
| 0.008013844593 | 1 | |
| 0.009149735748 | 1 | |
| 0.01126491306 | 1 | |
| 0.01234251493 | 1 |
| Value | Count | Frequency (%) |
| 4.997590657 | 1 | |
| 4.99741352 | 1 | |
| 4.996230459 | 1 | |
| 4.99611356 | 1 | |
| 4.994707853 | 1 | |
| 4.993896439 | 1 | |
| 4.991771757 | 1 | |
| 4.990795767 | 1 | |
| 4.990240109 | 1 | |
| 4.990102574 | 1 |
InventoryTurnover
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.019662 |
| Minimum | 2.0016112 |
|---|---|
| Maximum | 9.9985773 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 2.0016112 |
|---|---|
| 5-th percentile | 2.4149334 |
| Q1 | 3.9832489 |
| median | 6.0223891 |
| Q3 | 8.050222 |
| 95-th percentile | 9.6142732 |
| Maximum | 9.9985773 |
| Range | 7.9969661 |
| Interquartile range (IQR) | 4.0669732 |
Descriptive statistics
| Standard deviation | 2.3297914 |
|---|---|
| Coefficient of variation (CV) | 0.38703026 |
| Kurtosis | -1.2326618 |
| Mean | 6.019662 |
| Median Absolute Deviation (MAD) | 2.033449 |
| Skewness | -0.00030329174 |
| Sum | 19503.705 |
| Variance | 5.4279277 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.63051535 | 1 | < 0.1% |
| 9.891376893 | 1 | < 0.1% |
| 6.508096673 | 1 | < 0.1% |
| 4.842341254 | 1 | < 0.1% |
| 3.314867006 | 1 | < 0.1% |
| 5.787666819 | 1 | < 0.1% |
| 7.840907503 | 1 | < 0.1% |
| 6.989122158 | 1 | < 0.1% |
| 7.816420476 | 1 | < 0.1% |
| 8.334086018 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 2.001611185 | 1 | |
| 2.003592225 | 1 | |
| 2.005990474 | 1 | |
| 2.015325649 | 1 | |
| 2.015498473 | 1 | |
| 2.017965668 | 1 | |
| 2.018188957 | 1 | |
| 2.026254314 | 1 | |
| 2.027715273 | 1 | |
| 2.03268524 | 1 |
| Value | Count | Frequency (%) |
| 9.998577323 | 1 | |
| 9.998195821 | 1 | |
| 9.997279369 | 1 | |
| 9.991380068 | 1 | |
| 9.987960057 | 1 | |
| 9.984126527 | 1 | |
| 9.979929287 | 1 | |
| 9.979666631 | 1 | |
| 9.979010821 | 1 | |
| 9.978730684 | 1 |
StockoutRate
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.050878235 |
| Minimum | 2.0517961 × 10-6 |
|---|---|
| Maximum | 0.099997387 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 2.0517961 × 10-6 |
|---|---|
| 5-th percentile | 0.0054396826 |
| Q1 | 0.026199969 |
| median | 0.051837406 |
| Q3 | 0.075473199 |
| 95-th percentile | 0.094993088 |
| Maximum | 0.099997387 |
| Range | 0.099995335 |
| Interquartile range (IQR) | 0.04927323 |
Descriptive statistics
| Standard deviation | 0.02879723 |
|---|---|
| Coefficient of variation (CV) | 0.56600293 |
| Kurtosis | -1.1961114 |
| Mean | 0.050878235 |
| Median Absolute Deviation (MAD) | 0.024470259 |
| Skewness | -0.051755954 |
| Sum | 164.84548 |
| Variance | 0.00082928046 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.08132168069 | 1 | < 0.1% |
| 0.09907569405 | 1 | < 0.1% |
| 0.0590381919 | 1 | < 0.1% |
| 0.0859411527 | 1 | < 0.1% |
| 0.08952415443 | 1 | < 0.1% |
| 0.05571099121 | 1 | < 0.1% |
| 0.06820072712 | 1 | < 0.1% |
| 0.069872064 | 1 | < 0.1% |
| 0.04604808235 | 1 | < 0.1% |
| 0.04348382473 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 2.051796089 × 10-6 | 1 | |
| 6.747294866 × 10-5 | 1 | |
| 8.491096217 × 10-5 | 1 | |
| 0.0001152340795 | 1 | |
| 0.0001183693719 | 1 | |
| 0.0001557234826 | 1 | |
| 0.0001673804084 | 1 | |
| 0.0001902843225 | 1 | |
| 0.0002232553144 | 1 | |
| 0.0002514341084 | 1 |
| Value | Count | Frequency (%) |
| 0.09999738676 | 1 | |
| 0.09998910622 | 1 | |
| 0.0999638654 | 1 | |
| 0.09992676351 | 1 | |
| 0.09989033679 | 1 | |
| 0.09978985094 | 1 | |
| 0.09978075443 | 1 | |
| 0.09974385049 | 1 | |
| 0.09971401829 | 1 | |
| 0.09968746 | 1 |
WorkerProductivity
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.040115 |
| Minimum | 80.00496 |
|---|---|
| Maximum | 99.996786 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 80.00496 |
|---|---|
| 5-th percentile | 80.975999 |
| Q1 | 85.180203 |
| median | 90.125743 |
| Q3 | 95.050838 |
| 95-th percentile | 98.919777 |
| Maximum | 99.996786 |
| Range | 19.991825 |
| Interquartile range (IQR) | 9.8706347 |
Descriptive statistics
| Standard deviation | 5.7235995 |
|---|---|
| Coefficient of variation (CV) | 0.063567217 |
| Kurtosis | -1.1817365 |
| Mean | 90.040115 |
| Median Absolute Deviation (MAD) | 4.9347865 |
| Skewness | -0.03370842 |
| Sum | 291729.97 |
| Variance | 32.759592 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 85.04237928 | 1 | < 0.1% |
| 85.5089323 | 1 | < 0.1% |
| 83.59030894 | 1 | < 0.1% |
| 81.45969945 | 1 | < 0.1% |
| 91.74687503 | 1 | < 0.1% |
| 91.37800545 | 1 | < 0.1% |
| 90.6663618 | 1 | < 0.1% |
| 99.71236536 | 1 | < 0.1% |
| 90.63088222 | 1 | < 0.1% |
| 94.4358146 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 80.00496047 | 1 | |
| 80.01847752 | 1 | |
| 80.02032222 | 1 | |
| 80.03211894 | 1 | |
| 80.03379549 | 1 | |
| 80.03632569 | 1 | |
| 80.03971088 | 1 | |
| 80.06072038 | 1 | |
| 80.0754926 | 1 | |
| 80.08624845 | 1 |
| Value | Count | Frequency (%) |
| 99.99678581 | 1 | |
| 99.99624776 | 1 | |
| 99.99182793 | 1 | |
| 99.98992225 | 1 | |
| 99.9879176 | 1 | |
| 99.98350825 | 1 | |
| 99.98253778 | 1 | |
| 99.97606863 | 1 | |
| 99.97438144 | 1 | |
| 99.97180382 | 1 |
SafetyIncidents
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5916667 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 293 |
| Zeros (%) | 9.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8963133 |
|---|---|
| Coefficient of variation (CV) | 0.63077604 |
| Kurtosis | -1.2476018 |
| Mean | 4.5916667 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.013989291 |
| Sum | 14877 |
| Variance | 8.3886308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 370 | |
| 1 | 345 | |
| 3 | 342 | |
| 6 | 333 | |
| 8 | 326 | |
| 7 | 317 | |
| 4 | 307 | |
| 2 | 304 | |
| 5 | 303 | |
| 0 | 293 |
| Value | Count | Frequency (%) |
| 0 | 293 | |
| 1 | 345 | |
| 2 | 304 | |
| 3 | 342 | |
| 4 | 307 | |
| 5 | 303 | |
| 6 | 333 | |
| 7 | 317 | |
| 8 | 326 | |
| 9 | 370 |
| Value | Count | Frequency (%) |
| 9 | 370 | |
| 8 | 326 | |
| 7 | 317 | |
| 6 | 333 | |
| 5 | 303 | |
| 4 | 307 | |
| 3 | 342 | |
| 2 | 304 | |
| 1 | 345 | |
| 0 | 293 |
EnergyConsumption
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2988.4945 |
| Minimum | 1000.7202 |
|---|---|
| Maximum | 4997.0747 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 1000.7202 |
|---|---|
| 5-th percentile | 1198.0741 |
| Q1 | 1988.1403 |
| median | 2996.8223 |
| Q3 | 3984.7883 |
| 95-th percentile | 4802.6784 |
| Maximum | 4997.0747 |
| Range | 3996.3546 |
| Interquartile range (IQR) | 1996.648 |
Descriptive statistics
| Standard deviation | 1153.4208 |
|---|---|
| Coefficient of variation (CV) | 0.38595381 |
| Kurtosis | -1.1990902 |
| Mean | 2988.4945 |
| Median Absolute Deviation (MAD) | 996.44561 |
| Skewness | 0.018468915 |
| Sum | 9682722 |
| Variance | 1330379.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2419.616785 | 1 | < 0.1% |
| 3917.73556 | 1 | < 0.1% |
| 3601.826447 | 1 | < 0.1% |
| 1170.106568 | 1 | < 0.1% |
| 1841.562961 | 1 | < 0.1% |
| 3889.798225 | 1 | < 0.1% |
| 3662.900056 | 1 | < 0.1% |
| 1293.315648 | 1 | < 0.1% |
| 3640.218964 | 1 | < 0.1% |
| 4722.299558 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 1000.720156 | 1 | |
| 1003.526908 | 1 | |
| 1004.108554 | 1 | |
| 1004.957503 | 1 | |
| 1005.44769 | 1 | |
| 1007.087805 | 1 | |
| 1007.477381 | 1 | |
| 1008.881288 | 1 | |
| 1009.012217 | 1 | |
| 1011.426011 | 1 |
| Value | Count | Frequency (%) |
| 4997.074741 | 1 | |
| 4996.962321 | 1 | |
| 4996.714985 | 1 | |
| 4996.330343 | 1 | |
| 4995.351045 | 1 | |
| 4992.607552 | 1 | |
| 4989.816669 | 1 | |
| 4988.069685 | 1 | |
| 4987.676 | 1 | |
| 4986.514382 | 1 |
EnergyEfficiency
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.29977599 |
| Minimum | 0.1002379 |
|---|---|
| Maximum | 0.4994998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 0.1002379 |
|---|---|
| 5-th percentile | 0.11881109 |
| Q1 | 0.20050193 |
| median | 0.29747002 |
| Q3 | 0.40265888 |
| 95-th percentile | 0.48009052 |
| Maximum | 0.4994998 |
| Range | 0.3992619 |
| Interquartile range (IQR) | 0.20215695 |
Descriptive statistics
| Standard deviation | 0.1163997 |
|---|---|
| Coefficient of variation (CV) | 0.38828894 |
| Kurtosis | -1.1981919 |
| Mean | 0.29977599 |
| Median Absolute Deviation (MAD) | 0.10115796 |
| Skewness | 0.0099409834 |
| Sum | 971.27419 |
| Variance | 0.01354889 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4689466237 | 1 | < 0.1% |
| 0.4878944329 | 1 | < 0.1% |
| 0.2198846278 | 1 | < 0.1% |
| 0.2248042863 | 1 | < 0.1% |
| 0.4115151664 | 1 | < 0.1% |
| 0.102184378 | 1 | < 0.1% |
| 0.3996334565 | 1 | < 0.1% |
| 0.424159372 | 1 | < 0.1% |
| 0.4605448975 | 1 | < 0.1% |
| 0.3507527213 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 0.1002379032 | 1 | |
| 0.1002595478 | 1 | |
| 0.1002761898 | 1 | |
| 0.100518352 | 1 | |
| 0.1005571378 | 1 | |
| 0.1006363306 | 1 | |
| 0.1007415826 | 1 | |
| 0.1010035099 | 1 | |
| 0.1010117587 | 1 | |
| 0.1013131681 | 1 |
| Value | Count | Frequency (%) |
| 0.4994998047 | 1 | |
| 0.4994400256 | 1 | |
| 0.4993895502 | 1 | |
| 0.4992938894 | 1 | |
| 0.4989286191 | 1 | |
| 0.4988701615 | 1 | |
| 0.4985840058 | 1 | |
| 0.4984783649 | 1 | |
| 0.4984509392 | 1 | |
| 0.4984500078 | 1 |
AdditiveProcessTime
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4720981 |
| Minimum | 1.0001506 |
|---|---|
| Maximum | 9.9997493 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 1.0001506 |
|---|---|
| 5-th percentile | 1.463941 |
| Q1 | 3.2285069 |
| median | 5.4371344 |
| Q3 | 7.7410063 |
| 95-th percentile | 9.5389604 |
| Maximum | 9.9997493 |
| Range | 8.9995987 |
| Interquartile range (IQR) | 4.5124994 |
Descriptive statistics
| Standard deviation | 2.598212 |
|---|---|
| Coefficient of variation (CV) | 0.47481093 |
| Kurtosis | -1.201117 |
| Mean | 5.4720981 |
| Median Absolute Deviation (MAD) | 2.2512225 |
| Skewness | 0.016697307 |
| Sum | 17729.598 |
| Variance | 6.7507055 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.55163899 | 1 | < 0.1% |
| 3.401746937 | 1 | < 0.1% |
| 2.457475792 | 1 | < 0.1% |
| 5.073130408 | 1 | < 0.1% |
| 5.7096348 | 1 | < 0.1% |
| 8.719310098 | 1 | < 0.1% |
| 7.445804769 | 1 | < 0.1% |
| 9.913515765 | 1 | < 0.1% |
| 1.708476322 | 1 | < 0.1% |
| 2.171989653 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 1.000150626 | 1 | |
| 1.000842345 | 1 | |
| 1.005516044 | 1 | |
| 1.01298025 | 1 | |
| 1.013000193 | 1 | |
| 1.015334452 | 1 | |
| 1.016598852 | 1 | |
| 1.018140167 | 1 | |
| 1.018222039 | 1 | |
| 1.01999659 | 1 |
| Value | Count | Frequency (%) |
| 9.999749326 | 1 | |
| 9.999015082 | 1 | |
| 9.991989832 | 1 | |
| 9.988817932 | 1 | |
| 9.986263161 | 1 | |
| 9.984602471 | 1 | |
| 9.982599685 | 1 | |
| 9.982328122 | 1 | |
| 9.98129149 | 1 | |
| 9.980554898 | 1 |
AdditiveMaterialCost
Real number (ℝ)
Unique 
| Distinct | 3240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 299.51548 |
| Minimum | 100.21114 |
|---|---|
| Maximum | 499.98278 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.4 KiB |
Quantile statistics
| Minimum | 100.21114 |
|---|---|
| 5-th percentile | 120.62007 |
| Q1 | 194.92206 |
| median | 299.72892 |
| Q3 | 403.17828 |
| 95-th percentile | 477.84516 |
| Maximum | 499.98278 |
| Range | 399.77164 |
| Interquartile range (IQR) | 208.25622 |
Descriptive statistics
| Standard deviation | 116.37991 |
|---|---|
| Coefficient of variation (CV) | 0.38856057 |
| Kurtosis | -1.2497949 |
| Mean | 299.51548 |
| Median Absolute Deviation (MAD) | 104.05048 |
| Skewness | 0.0064297832 |
| Sum | 970430.15 |
| Variance | 13544.282 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 236.439301 | 1 | < 0.1% |
| 172.0640532 | 1 | < 0.1% |
| 230.9106243 | 1 | < 0.1% |
| 136.9579653 | 1 | < 0.1% |
| 112.5720631 | 1 | < 0.1% |
| 280.8532633 | 1 | < 0.1% |
| 477.2160458 | 1 | < 0.1% |
| 466.8997283 | 1 | < 0.1% |
| 423.9354964 | 1 | < 0.1% |
| 351.437971 | 1 | < 0.1% |
| Other values (3230) | 3230 |
| Value | Count | Frequency (%) |
| 100.2111375 | 1 | |
| 100.7281144 | 1 | |
| 100.7453541 | 1 | |
| 100.8208166 | 1 | |
| 100.9560362 | 1 | |
| 100.9655018 | 1 | |
| 101.00812 | 1 | |
| 101.4033398 | 1 | |
| 101.664876 | 1 | |
| 101.8003142 | 1 |
| Value | Count | Frequency (%) |
| 499.9827817 | 1 | |
| 499.9295001 | 1 | |
| 499.6628433 | 1 | |
| 499.5712637 | 1 | |
| 499.3645045 | 1 | |
| 499.30844 | 1 | |
| 499.1394078 | 1 | |
| 499.1213687 | 1 | |
| 498.5429847 | 1 | |
| 498.5310032 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2723 | |
| 0 | 517 | 16.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2723 | |
| 0 | 517 | 16.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2723 | |
| 0 | 517 | 16.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3240 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2723 | |
| 0 | 517 | 16.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3240 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2723 | |
| 0 | 517 | 16.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3240 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2723 | |
| 0 | 517 | 16.0% |
Interactions
Correlations
| AdditiveMaterialCost | AdditiveProcessTime | DefectRate | DefectStatus | DeliveryDelay | DowntimePercentage | EnergyConsumption | EnergyEfficiency | InventoryTurnover | MaintenanceHours | ProductionCost | ProductionVolume | QualityScore | SafetyIncidents | StockoutRate | SupplierQuality | WorkerProductivity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AdditiveMaterialCost | 1.000 | 0.013 | 0.012 | 0.035 | -0.008 | 0.002 | 0.025 | 0.006 | 0.001 | -0.001 | -0.002 | -0.003 | -0.021 | -0.015 | -0.020 | -0.003 | -0.016 |
| AdditiveProcessTime | 0.013 | 1.000 | -0.029 | 0.000 | 0.028 | -0.008 | -0.005 | -0.019 | 0.020 | -0.001 | 0.011 | -0.043 | 0.009 | 0.018 | 0.001 | -0.012 | -0.009 |
| DefectRate | 0.012 | -0.029 | 1.000 | 0.281 | -0.023 | -0.011 | 0.005 | -0.014 | -0.014 | -0.009 | 0.014 | -0.019 | -0.036 | 0.012 | 0.008 | 0.013 | -0.001 |
| DefectStatus | 0.035 | 0.000 | 0.281 | 1.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.333 | 0.029 | 0.184 | 0.232 | 0.000 | 0.053 | 0.000 | 0.000 |
| DeliveryDelay | -0.008 | 0.028 | -0.023 | 0.000 | 1.000 | 0.047 | 0.007 | 0.030 | 0.007 | 0.018 | 0.017 | 0.015 | 0.018 | 0.006 | -0.003 | 0.014 | -0.014 |
| DowntimePercentage | 0.002 | -0.008 | -0.011 | 0.000 | 0.047 | 1.000 | 0.003 | 0.013 | 0.011 | -0.020 | -0.004 | 0.019 | -0.001 | 0.004 | 0.002 | 0.006 | -0.038 |
| EnergyConsumption | 0.025 | -0.005 | 0.005 | 0.000 | 0.007 | 0.003 | 1.000 | -0.027 | 0.027 | 0.007 | -0.007 | -0.010 | -0.001 | 0.035 | -0.001 | -0.003 | 0.015 |
| EnergyEfficiency | 0.006 | -0.019 | -0.014 | 0.031 | 0.030 | 0.013 | -0.027 | 1.000 | 0.026 | -0.026 | -0.002 | 0.010 | -0.004 | -0.013 | 0.026 | -0.012 | -0.021 |
| InventoryTurnover | 0.001 | 0.020 | -0.014 | 0.000 | 0.007 | 0.011 | 0.027 | 0.026 | 1.000 | 0.013 | 0.022 | 0.007 | -0.001 | -0.018 | 0.026 | 0.018 | 0.002 |
| MaintenanceHours | -0.001 | -0.001 | -0.009 | 0.333 | 0.018 | -0.020 | 0.007 | -0.026 | 0.013 | 1.000 | 0.007 | -0.004 | -0.014 | 0.009 | 0.019 | -0.019 | 0.010 |
| ProductionCost | -0.002 | 0.011 | 0.014 | 0.029 | 0.017 | -0.004 | -0.007 | -0.002 | 0.022 | 0.007 | 1.000 | 0.029 | -0.002 | -0.007 | 0.006 | -0.024 | 0.005 |
| ProductionVolume | -0.003 | -0.043 | -0.019 | 0.184 | 0.015 | 0.019 | -0.010 | 0.010 | 0.007 | -0.004 | 0.029 | 1.000 | 0.017 | -0.024 | -0.003 | -0.026 | 0.005 |
| QualityScore | -0.021 | 0.009 | -0.036 | 0.232 | 0.018 | -0.001 | -0.001 | -0.004 | -0.001 | -0.014 | -0.002 | 0.017 | 1.000 | 0.002 | -0.035 | -0.029 | 0.005 |
| SafetyIncidents | -0.015 | 0.018 | 0.012 | 0.000 | 0.006 | 0.004 | 0.035 | -0.013 | -0.018 | 0.009 | -0.007 | -0.024 | 0.002 | 1.000 | 0.032 | 0.004 | -0.001 |
| StockoutRate | -0.020 | 0.001 | 0.008 | 0.053 | -0.003 | 0.002 | -0.001 | 0.026 | 0.026 | 0.019 | 0.006 | -0.003 | -0.035 | 0.032 | 1.000 | -0.001 | -0.035 |
| SupplierQuality | -0.003 | -0.012 | 0.013 | 0.000 | 0.014 | 0.006 | -0.003 | -0.012 | 0.018 | -0.019 | -0.024 | -0.026 | -0.029 | 0.004 | -0.001 | 1.000 | -0.018 |
| WorkerProductivity | -0.016 | -0.009 | -0.001 | 0.000 | -0.014 | -0.038 | 0.015 | -0.021 | 0.002 | 0.010 | 0.005 | 0.005 | 0.005 | -0.001 | -0.035 | -0.018 | 1.000 |
Missing values
Sample
| ProductionVolume | ProductionCost | SupplierQuality | DeliveryDelay | DefectRate | QualityScore | MaintenanceHours | DowntimePercentage | InventoryTurnover | StockoutRate | WorkerProductivity | SafetyIncidents | EnergyConsumption | EnergyEfficiency | AdditiveProcessTime | AdditiveMaterialCost | DefectStatus | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 202 | 13175.403783 | 86.648534 | 1 | 3.121492 | 63.463494 | 9 | 0.052343 | 8.630515 | 0.081322 | 85.042379 | 0 | 2419.616785 | 0.468947 | 5.551639 | 236.439301 | 1 |
| 1 | 535 | 19770.046093 | 86.310664 | 4 | 0.819531 | 83.697818 | 20 | 4.908328 | 9.296598 | 0.038486 | 99.657443 | 7 | 3915.566713 | 0.119485 | 9.080754 | 353.957631 | 1 |
| 2 | 960 | 19060.820997 | 82.132472 | 0 | 4.514504 | 90.350550 | 1 | 2.464923 | 5.097486 | 0.002887 | 92.819264 | 2 | 3392.385362 | 0.496392 | 6.562827 | 396.189402 | 1 |
| 3 | 370 | 5647.606037 | 87.335966 | 5 | 0.638524 | 67.628690 | 8 | 4.692476 | 3.577616 | 0.055331 | 96.887013 | 8 | 4652.400275 | 0.183125 | 8.097496 | 164.135870 | 1 |
| 4 | 206 | 7472.222236 | 81.989893 | 3 | 3.867784 | 82.728334 | 9 | 2.746726 | 6.851709 | 0.068047 | 88.315554 | 7 | 1581.630332 | 0.263507 | 6.406154 | 365.708964 | 1 |
| 5 | 171 | 6975.931602 | 95.331919 | 1 | 3.914574 | 92.568436 | 19 | 3.027324 | 7.930009 | 0.074069 | 87.079118 | 7 | 1238.994421 | 0.118021 | 7.279442 | 171.711804 | 1 |
| 6 | 800 | 15889.698650 | 99.325486 | 3 | 4.789000 | 90.729911 | 10 | 3.559561 | 3.046889 | 0.040192 | 91.063158 | 8 | 3138.431150 | 0.333913 | 4.891669 | 188.727737 | 1 |
| 7 | 120 | 17266.779948 | 99.401489 | 4 | 0.743605 | 92.119681 | 13 | 1.604879 | 8.380972 | 0.009702 | 88.705569 | 3 | 1004.108554 | 0.293422 | 9.333835 | 312.526896 | 1 |
| 8 | 714 | 8202.670495 | 97.301422 | 5 | 3.185856 | 95.172937 | 2 | 3.494920 | 3.668747 | 0.058433 | 94.298961 | 4 | 4150.875773 | 0.366683 | 5.517451 | 215.680921 | 1 |
| 9 | 221 | 12587.790394 | 92.015843 | 2 | 2.425283 | 97.507284 | 0 | 2.633960 | 5.933418 | 0.032955 | 85.316362 | 6 | 3023.891555 | 0.317071 | 5.965972 | 364.638176 | 0 |
| ProductionVolume | ProductionCost | SupplierQuality | DeliveryDelay | DefectRate | QualityScore | MaintenanceHours | DowntimePercentage | InventoryTurnover | StockoutRate | WorkerProductivity | SafetyIncidents | EnergyConsumption | EnergyEfficiency | AdditiveProcessTime | AdditiveMaterialCost | DefectStatus | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3230 | 737 | 6769.587254 | 88.636102 | 3 | 1.976466 | 81.442254 | 15 | 0.728940 | 9.721932 | 0.089105 | 83.809303 | 7 | 3448.488503 | 0.361384 | 1.325639 | 440.099507 | 0 |
| 3231 | 401 | 5677.270466 | 95.716170 | 5 | 4.191553 | 86.447636 | 12 | 1.820055 | 5.403912 | 0.006026 | 85.550331 | 6 | 3160.515208 | 0.360947 | 2.113342 | 454.607295 | 0 |
| 3232 | 459 | 11568.498307 | 89.249136 | 2 | 1.327763 | 88.139404 | 5 | 3.404436 | 6.787003 | 0.089329 | 84.594456 | 0 | 1273.499090 | 0.252954 | 6.894092 | 307.319313 | 1 |
| 3233 | 337 | 17659.902079 | 98.819316 | 5 | 2.590822 | 65.470201 | 15 | 3.710814 | 4.233570 | 0.023968 | 95.966064 | 2 | 1897.261900 | 0.187733 | 3.159229 | 435.871214 | 1 |
| 3234 | 746 | 8936.125647 | 89.727442 | 3 | 0.561460 | 92.517908 | 17 | 4.067095 | 8.066883 | 0.007795 | 81.722571 | 9 | 4716.171658 | 0.195873 | 6.679318 | 381.344126 | 0 |
| 3235 | 762 | 11325.689263 | 89.252385 | 2 | 2.667570 | 87.141681 | 16 | 0.987719 | 3.574419 | 0.065727 | 95.917264 | 3 | 3288.043242 | 0.420186 | 4.733399 | 299.829577 | 0 |
| 3236 | 335 | 5598.837988 | 95.701437 | 4 | 0.751272 | 95.562997 | 11 | 0.178163 | 8.295295 | 0.097698 | 87.780846 | 8 | 2761.301593 | 0.126441 | 7.234421 | 245.524560 | 0 |
| 3237 | 835 | 11736.177712 | 96.431554 | 5 | 4.899756 | 77.973442 | 0 | 4.873429 | 3.844824 | 0.005724 | 81.590143 | 5 | 2000.621648 | 0.325530 | 5.436538 | 206.490010 | 1 |
| 3238 | 302 | 13664.196210 | 91.089782 | 1 | 4.057665 | 95.755591 | 6 | 0.071663 | 2.783298 | 0.042612 | 88.488525 | 6 | 1534.792169 | 0.222736 | 3.776924 | 203.771655 | 0 |
| 3239 | 355 | 13563.605806 | 83.595956 | 2 | 2.705502 | 94.630965 | 13 | 4.803394 | 5.830580 | 0.052978 | 86.010046 | 4 | 2610.526736 | 0.206099 | 2.312373 | 324.825754 | 0 |